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Audio Ai Engineer

2 weeks ago

Singapore Zoom Full time

**Work Styles at Zoom**

In most cases, you will have the opportunity to choose your preferred working location from the following options when you join Zoom: in-person, hybrid or remote. Visit this page for more information about Zoom's Workstyles.

**About Us**

Zoomies help people stay connected so they can get more done together. We set out to build the best video product for the enterprise, and today help people communicate better with products like Zoom Contact Center, Zoom Phone, Zoom Events, Zoom Apps, Zoom Rooms, and Zoom Webinar.

We’re problem-solvers, working at a fast pace to design solutions with our customers and users in mind. Here, you’ll work across teams to deliver impactful projects that are changing the way people communicate and enjoy opportunities to advance your career in a diverse, inclusive environment.

**What You’ll Be Doing**:

- Design and implement machine learning models on front end audio tasks to improve audio quality in Zoom’s online meeting (e.g. Noise Suppression, Voice Activity Detection, Speaker Recognition)
- Audio data analysis for continuous development and enhancement effort
- Adapt machine learning and neural network algorithms and architectures to best fit the real-time requirement
- Partner closely with other audio engineers to test and deploy machine learning models

**Basic Qualifications**:

- Bachelor degree in EE, CS or related technical field or equivalent practical experience
- Familiar with one or more deep learning tool (e.g. Keras, Tensorflow, PyTorch)
- Ability to run experiments scientifically and analyze results
- Experience with one or more general-purpose programming languages including but not limited to: Python, C/C++ or Java

**Preferred Qualifications**:

- 3+ years of work experience in Machine Learning or Ph.D degree in Machine Learning or digital signal processing
- Hands-on experience in speech enhancement, including Noise Suppression, Voice Activity Detection, Speaker Recognition, Echo Cancellation.
- Hands-on experience in deep learning model optimization like quantization, neural architecture search, pruning

We believe that the unique contributions of all Zoomies is the driver of our success. To make sure that our products and culture continue to incorporate everyone's perspectives and experience we never discriminate on the basis of race, religion, national origin, gender identity or expression, sexual orientation, age, or marital, veteran, or disability status. Zoom is proud to be an equal opportunity workplace and is an affirmative action employer. All your information will be kept confidential according to EEO guidelines.

Zoom requires all U.S. employees who will work in person at a Zoom office, attend in-person Zoom meetings or have in-person customer meetings to be fully vaccinated. Zoom will consider requests for reasonable accommodations for religious or medical reasons as required under applicable law.

At Zoom, we care about our employees, their families, and their well-being. As part of our award-winning workplace culture and commitment to delivering happiness, our benefits program offers a variety of perks, benefits, and options to help employees maintain their physical, mental, emotional, and financial health; support work-life balance; and contribute to their community in meaningful ways. To view our benefits, click here.

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